Title :
A new method for ultrasonic array location of PD in power transformer based on FastDOA
Author :
Qing, Xie ; Ningyuan, Li ; Huaping, Huang ; Fangcheng, Lv ; Yanqing, Li ; Liheng, Zhang
Author_Institution :
Dept. of Electr. Eng., North China Electr. Power Univ., Baoding, China
Abstract :
The precise partial discharge(PD) locating in power transformer has important significance for the steady and safe operation. The Multiple Signal Classification Method (MUSIC) is an classical algorithom in DOA of ultrasonic array location. However,the estimation of the compelete covariance matrix and the subsequent eigendecomposition are computationally intensive and time consuming. A new fast subspace algorithom is adopted in this paper. The algorithom of FastDOA can rapidly obtain the signal subspace from a submatrix of the array covariance matrix without eigendecomposition and it only needs estimating the submatrix instead of estimating the whole covariance matrix. With the same direction-finding precision, the new algorithom has a low computational complexity and a faster operation speed. Based on this, crossover location principle is used to realize the space position of the PD source. Computer simulation results show the correctness and superiority of the new method.
Keywords :
computational complexity; covariance matrices; direction-of-arrival estimation; eigenvalues and eigenfunctions; partial discharges; power transformers; ultrasonic arrays; FastDOA; array covariance matrix; computational complexity; computer simulation; covariance matrix; direction-finding precision; multiple signal classification method; power transformer; precise partial discharge; space position; submatrix; subsequent eigendecomposition; ultrasonic array location; Computational complexity; Computer simulation; Covariance matrix; Direction of arrival estimation; Frequency; Multiple signal classification; Navigation; Partial discharges; Power transformer insulation; Power transformers; FastDOA; PD; Power Transformer; Ultrasonic Array Location;
Conference_Titel :
Mechanic Automation and Control Engineering (MACE), 2010 International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-7737-1
DOI :
10.1109/MACE.2010.5535935